Speed Up Your Business with Advanced Analytics

Improve operations with better insight

Today’s automotive markets must move beyond traditional strategies.

The automotive industry is more data-driven today than at any time in its history. In-car sensors, GPS tracking, automated manufacturing processes, and more are producing vast volumes of data that need to be analyzed and understood. RapidMiner’s Advanced Analytics platform enables auto makers to derive value from this data by extracting the information that is hidden online, inside the vehicle, or at the plant to better understand product usage, preferences, and manufacturing processes to ensure quality and customer satisfaction.

Quantify Customer Potential

Prevent Churn and Increase Loyalty

Identify customers being at risk to switch to a competitor due to being dissatisfied, experiencing quality or service issues, or simply being attracted by a competitors brand. Know why a customer wants to leave and try to proactively work against that.

Risk Management

Detect Financial Threats

Quality Assessment & Management

Assure Quality

Analyze structured and unstructured field data. Detect potential product issues, analyze their reasons and predict their impact. Derive measures for production and aftersales service that help assuring quality and customer satisfaction.

We then deployed the engineering fixes with the help of a cross functional team and again used text analytics to monitor the improvements made, evidenced by any significant drop in customer complaint volume.